FedDW: Distilling Weights through Consistency Optimization in Heterogeneous Federated Learningby Jiayu Liu, Yong Wang, Nianbin…
Communication Compression for Distributed Learning without Control Variatesby Tomas Ortega, Chun-Yin Huang, Xiaoxiao Li, Hamid…
BEFL: Balancing Energy Consumption in Federated Learning for Mobile Edge IoTby Zehao Ju, Tongquan Wei,…
Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecastingby Nikolaos Pavlidis, Vasileios…
GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learningby Shayan Mohajer Hamidi, Ali Bereyhi, Saba…
Learn More by Using Less: Distributed Learning with Energy-Constrained Devicesby Roberto Pereira, Cristian J. Vaca-Rubio,…
Fractional Order Distributed Optimizationby Andrei Lixandru, Marcel van Gerven, Sergio PequitoFirst submitted to arxiv on:…
Review of Mathematical Optimization in Federated Learningby Shusen Yang, Fangyuan Zhao, Zihao Zhou, Liang Shi,…
HumekaFL: Automated Detection of Neonatal Asphyxia Using Federated Learningby Pamely Zantou, Blessed Guda, Bereket Retta,…
FedAH: Aggregated Head for Personalized Federated Learningby Pengzhan Zhou, Yuepeng He, Yijun Zhai, Kaixin Gao,…